Andreas Hotho

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 149

Top Venues

CoRR

DHd

LWDA

Karlsruhe Institute of Technology (PHD)

Education History

Karlsruhe Institute of Technology

PHD

Publications

Tom Völker, Jan Pfister, Tobias Koopmann, Andreas Hotho
BibSonomy Meets ChatLLMs for Publication Management: From Chat to Publication Management: Organizing your related work using BibSonomy & LLMs. CoRR (2024)
Michael Seufert, Katharina Dietz, Nikolas Wehner, Stefan Geißler, Joshua Schüler, Manuel Wolz, Andreas Hotho, Pedro Casas, Tobias Hoßfeld, Anja Feldmann
Marina: Realizing ML-Driven Real-Time Network Traffic Monitoring at Terabit Scale. IEEE Trans. Netw. Serv. Manag. 21 (3) (2024)
Tobias Koopmann, Martin Becker, Florian Lemmerich, Andreas Hotho
CompTrails: comparing hypotheses across behavioral networks. Data Min. Knowl. Discov. 38 (3) (2024)
Jan Pfister, Andreas Hotho
SuperGLEBer: German Language Understanding Evaluation Benchmark. NAACL-HLT (2024)
Tom Völker, Jan Pfister, Tobias Koopmann, Andreas Hotho
From Chat to Publication Management: Organizing your related work using BibSonomy & LLMs. CHIIR (2024)
Melanie Schaller, Daniel Schlör, Andreas Hotho
ModeConv: A Novel Convolution for Distinguishing Anomalous and Normal Structural Behavior. CoRR (2024)
Andrzej Dulny, Paul Heinisch, Andreas Hotho, Anna Krause
GrINd: Grid Interpolation Network for Scattered Observations. CoRR (2024)
Pascal Janetzky, Florian Gallusser, Simon Hentschel, Andreas Hotho, Anna Krause
Global Vegetation Modeling with Pre-Trained Weather Transformers. CoRR (2024)
André Markus, Jan Pfister, Astrid Carolus, Andreas Hotho, Carolin Wienrich
Empower the user - The impact of functional understanding training on usage, social perception, and self-determined interactions with intelligent voice assistants. Comput. Educ. Artif. Intell. 6 (2024)
Maximilian Wolf, Julian Tritscher, Dieter Landes, Andreas Hotho, Daniel Schlör
Benchmarking of synthetic network data: Reviewing challenges and approaches. Comput. Secur. 145 (2024)
Albin Zehe, Julian Schröter, Andreas Hotho
Towards a Computational Analysis of Suspense: Detecting Dangerous Situations. CoRR (2023)
Andrzej Dulny, Andreas Hotho, Anna Krause
DynaBench: A benchmark dataset for learning dynamical systems from low-resolution data. CoRR (2023)
Melanie Schaller, Michael Steininger, Andrzej Dulny, Daniel Schlör, Andreas Hotho
Liquor-HGNN: A heterogeneous graph neural network for leakage detection in water distribution networks. LWDA (2023)
Carolin Wienrich, Astrid Carolus, André Markus, Yannik Augustin, Jan Pfister, Andreas Hotho
Long-Term Effects of Perceived Friendship with Intelligent Voice Assistants on Usage Behavior, User Experience, and Social Perceptions. Comput. 12 (4) (2023)
Paul Heinisch, Andrzej Dulny, Anna Krause, Andreas Hotho
TaylorPDENet: Learning PDEs from non-grid Data. CoRR (2023)
Andrzej Dulny, Andreas Hotho, Anna Krause
DynaBench: A Benchmark Dataset for Learning Dynamical Systems from Low-Resolution Data. ECML/PKDD (1) (2023)
Tobias Koopmann, Jan Pfister, André Markus, Astrid Carolus, Carolin Wienrich, Andreas Hotho
Higher-Order DeepTrails: Unified Approach to *Trails. CoRR (2023)
Aidan Hogan, Ian Horrocks, Andreas Hotho, Lalana Kagal
Transactions on Graph Data and Knowledge. TGDK 1 (1) (2023)
Christian Rack, Tamara Fernando, Murat Yalçin, Andreas Hotho, Marc Erich Latoschik
Who is Alyx? A new behavioral biometric dataset for user identification in XR. Frontiers Virtual Real. 4 (2023)
Pascal Janetzky, Philip Lissmann, Andreas Hotho, Anna Krause
Automatic Speech Detection on a Smart Beehive's Raspberry Pi. LWDA (2023)
Michael Steininger, Daniel Abel, Katrin Ziegler, Anna Krause, Heiko Paeth, Andreas Hotho
ConvMOS: climate model output statistics with deep learning. Data Min. Knowl. Discov. 37 (1) (2023)
Pascal Janetzky, Melanie Schaller, Anna Krause, Andreas Hotho
Swarming Detection in Smart Beehives Using Auto Encoders for Audio Data. IWSSIP (2023)
Julia Wunderle, Jan Pfister, Andreas Hotho
Pointer Networks: A Unified Approach to Extracting German Opinions. KONVENS (2023)
Christian Rack, Tamara Fernando, Murat Yalçin, Andreas Hotho, Marc Erich Latoschik
Who Is Alyx? A new Behavioral Biometric Dataset for User Identification in XR. CoRR (2023)
Elisabeth Fischer, Daniel Schlör, Albin Zehe, Andreas Hotho
Enhancing Sequential Next-Item Prediction through Modelling Non-Item Pages. ICDM (Workshops) (2023)
Tobias Koopmann, Jan Pfister, André Markus, Astrid Carolus, Carolin Wienrich, Andreas Hotho
Higher-Order DeepTrails: Unified Approach to *Trails. LWDA (2023)
Janna Omeliyanenko, Albin Zehe, Andreas Hotho, Daniel Schlör
CapsKG: Enabling Continual Knowledge Integration in Language Models for Automatic Knowledge Graph Completion. ISWC (2023)
Sebastian Wankerl, Andrzej Dulny, Gerhard Götz, Andreas Hotho
Can Neural Networks Distinguish High-school Level Mathematical Concepts? ICDM (2023)
Dirk Wangsadirdja, Jan Pfister, Konstantin Kobs, Andreas Hotho
Jack-Ryder at SemEval-2023 Task 5: Zero-Shot Clickbait Spoiling by Rephrasing Titles as Questions. SemEval@ACL (2023)
Christian Schell, Konstantin Kobs, Tamara Fernando, Andreas Hotho, Marc Erich Latoschik
Extensible Motion-based Identification of XR Users with Non-Specific Motion. CoRR (2023)
Konstantin Kobs, Michael Steininger, Andreas Hotho
InDiReCT: Language-Guided Zero-Shot Deep Metric Learning for Images. WACV (2023)
Daniel Schlör, Jan Pfister, Andreas Hotho
Optimizing Medical Service Request Processes through Language Modeling and Semantic Search. ICMHI (2023)
Julian Tritscher, Maximilian Wolf, Andreas Hotho, Daniel Schlör
Evaluating Feature Relevance XAI in Network Intrusion Detection. xAI (1) (2023)
Julian Tritscher, Anna Krause, Andreas Hotho
Feature relevance XAI in anomaly detection: Reviewing approaches and challenges. Frontiers Artif. Intell. 6 (2023)
Carolin Wienrich, Astrid Carolus, David Roth-Isigkeit, Andreas Hotho
Inhibitors and Enablers to Explainable AI Success: A Systematic Examination of Explanation Complexity and Individual Characteristics. Multimodal Technol. Interact. 6 (12) (2022)
Alexander Dallmann, Johannes Kohlmann, Daniel Zoller, Andreas Hotho
Sequential Item Recommendation in the MOBA Game Dota 2. CoRR (2022)
Stefan Heil, Karina Kopp, Albin Zehe, Konstantin Kobs, Andreas Hotho
LSX_team5 at SemEval-2022 Task 8: Multilingual News Article Similarity Assessment based on Word- and Sentence Mover's Distance. SemEval@NAACL (2022)
Julian Tritscher, Fabian Gwinner, Daniel Schlör, Anna Krause, Andreas Hotho
Open ERP System Data For Occupational Fraud Detection. CoRR (2022)
Padraig Davidson, Michael Steininger, André Huhn, Anna Krause, Andreas Hotho
Semi-unsupervised Learning for Time Series Classification. CoRR (2022)
Dirk Wangsadirdja, Felix Heinickel, Simon Trapp, Albin Zehe, Konstantin Kobs, Andreas Hotho
WueDevils at SemEval-2022 Task 8: Multilingual News Article Similarity via Pair-Wise Sentence Similarity Matrices. SemEval@NAACL (2022)
Konstantin Kobs, Michael Steininger, Andreas Hotho
InDiReCT: Language-Guided Zero-Shot Deep Metric Learning for Images. CoRR (2022)
Nikolas Wehner, Markus Ring, Joshua Schüler, Andreas Hotho, Tobias Hoßfeld, Michael Seufert
On Learning Hierarchical Embeddings from Encrypted Network Traffic. NOMS (2022)
Vincenzo Perri, Lisi Qarkaxhija, Albin Zehe, Andreas Hotho, Ingo Scholtes
One Graph to Rule them All: Using NLP and Graph Neural Networks to analyse Tolkien's Legendarium. CoRR (2022)
Andrzej Dulny, Andreas Hotho, Anna Krause
NeuralPDE: Modelling Dynamical Systems from Data. KI (2022)
Simon Hentschel, Konstantin Kobs, Andreas Hotho
CLIP knows image aesthetics. Frontiers Artif. Intell. 5 (2022)
Jan Pfister, Sebastian Wankerl, Andreas Hotho
SenPoi at SemEval-2022 Task 10: Point me to your Opinion, SenPoi. SemEval@NAACL (2022)
Konstantin Kobs, Andreas Hotho
On Background Bias in Deep Metric Learning. CoRR (2022)
Vincenzo Perri, Lisi Qarkaxhija, Albin Zehe, Andreas Hotho, Ingo Scholtes
One Graph to Rule them All: Using NLP and Graph Neural Networks to analyse Tolkien's Legendarium. CHR (2022)
Daniel Schlör, Andreas Hotho
Towards Responsible Medical Diagnostics Recommendation Systems. CoRR (2022)
Sarah Wunderlich, Markus Ring, Dieter Landes, Andreas Hotho
The Impact of Different System Call Representations on Intrusion Detection. Log. J. IGPL 30 (2) (2022)
Christian Schell, Andreas Hotho, Marc Erich Latoschik
Comparison of Data Representations and Machine Learning Architectures for User Identification on Arbitrary Motion Sequences. CoRR (2022)
Julian Tritscher, Daniel Schlör, Fabian Gwinner, Anna Krause, Andreas Hotho
Towards Explainable Occupational Fraud Detection. PKDD/ECML Workshops (2) (2022)
Christian Schell, Andreas Hotho, Marc Erich Latoschik
Comparison of Data Encodings and Machine Learning Architectures for User Identification on Arbitrary Motion Sequences. AIVR (2022)
Konstantin Kobs, Michael Steininger, Andrzej Dulny, Andreas Hotho
Do Different Deep Metric Learning Losses Lead to Similar Learned Features? CoRR (2022)
Konstantin Kobs, Michael Steininger, Andrzej Dulny, Andreas Hotho
Do Different Deep Metric Learning Losses Lead to Similar Learned Features? ICCV (2021)
Alexander Dallmann, Johannes Kohlmann, Daniel Zoller, Andreas Hotho
Sequential Item Recommendation in the MOBA Game Dota 2. ICDM (Workshops) (2021)
Tobias Koopmann, Maximilian Stubbemann, Matthias Kapa, Michael Paris, Guido Buenstorf, Tom Hanika, Andreas Hotho, Robert Jäschke, Gerd Stumme
Proximity dimensions and the emergence of collaboration: a HypTrails study on German AI research. Scientometrics 126 (12) (2021)
Albin Zehe, Leonard Konle, Svenja Guhr, Lea Katharina Dümpelmann, Evelyn Gius, Andreas Hotho, Fotis Jannidis, Lucas Kaufmann, Markus Krug, Frank Puppe, Nils Reiter, Annekea Schreiber
Shared Task on Scene Segmentation @ KONVENS 2021. STSS@KONVENS (2021)
Allan Sales, Albin Zehe, Leandro Balby Marinho, Adriano Veloso, Andreas Hotho, Janna Omeliyanenko
Assessing Media Bias in Cross-Linguistic and Cross-National Populations. ICWSM (2021)
Julian Tritscher, Anna Krause, Daniel Schlör, Fabian Gwinner, Sebastian von Mammen, Andreas Hotho
A financial game with opportunities for fraud. CoG (2021)
Sebastian Wankerl, Andrzej Dulny, Gerhard Götz, Andreas Hotho
Learning Mathematical Relations Using Deep Tree Models. ICMLA (2021)
Alexander Dallmann, Daniel Zoller, Andreas Hotho
A Case Study on Sampling Strategies for Evaluating Neural Sequential Item Recommendation Models. RecSys (2021)
Pascal Janetzky, Padraig Davidson, Michael Steininger, Anna Krause, Andreas Hotho
Detecting Presence Of Speech In Acoustic Data Obtained From Beehives. DCASE (2021)
Alexander Dallmann, Daniel Zoller, Andreas Hotho
A Case Study on Sampling Strategies for Evaluating Neural Sequential Item Recommendation Models. CoRR (2021)
Padraig Davidson, Florian Buckermann, Michael Steininger, Anna Krause, Andreas Hotho
Semi-unsupervised Learning: An In-depth Parameter Analysis. KI (2021)
Jan Pfister, Konstantin Kobs, Andreas Hotho
Self-Supervised Multi-Task Pretraining Improves Image Aesthetic Assessment. CVPR Workshops (2021)
Albin Zehe, Leonard Konle, Lea Katharina Dümpelmann, Evelyn Gius, Andreas Hotho, Fotis Jannidis, Lucas Kaufmann, Markus Krug, Frank Puppe, Nils Reiter, Annekea Schreiber, Nathalie Wiedmer
Detecting Scenes in Fiction: A new Segmentation Task. EACL (2021)
Andrzej Dulny, Andreas Hotho, Anna Krause
NeuralPDE: Modelling Dynamical Systems from Data. CoRR (2021)
Padraig Davidson, Michael Steininger, Florian Lautenschlager, Anna Krause, Andreas Hotho
Anomaly Detection in Beehives: An Algorithm Comparison. CoRR (2021)
Markus Ring, Daniel Schlör, Sarah Wunderlich, Dieter Landes, Andreas Hotho
Malware detection on windows audit logs using LSTMs. Comput. Secur. 109 (2021)
Tobias Koopmann, Konstantin Kobs, Konstantin Herud, Andreas Hotho
CoBERT: Scientific Collaboration Prediction via Sequential Recommendation. ICDM (Workshops) (2021)
Michael Steininger, Konstantin Kobs, Padraig Davidson, Anna Krause, Andreas Hotho
Density-based weighting for imbalanced regression. Mach. Learn. 110 (8) (2021)
Padraig Davidson, Michael Steininger, Florian Lautenschlager, Konstantin Kobs, Anna Krause, Andreas Hotho
Anomaly Detection in Beehives using Deep Recurrent Autoencoders. SENSORNETS (2020)
Daniel Schlör, Markus Ring, Andreas Hotho
iNALU: Improved Neural Arithmetic Logic Unit. CoRR (2020)
Konstantin Kobs, Albin Zehe, Armin Bernstetter, Julian Chibane, Jan Pfister, Julian Tritscher, Andreas Hotho
Emote-Controlled: Obtaining Implicit Viewer Feedback Through Emote-Based Sentiment Analysis on Comments of Popular Twitch.tv Channels. ACM Trans. Soc. Comput. 3 (2) (2020)
Michael Steininger, Konstantin Kobs, Albin Zehe, Florian Lautenschlager, Martin Becker, Andreas Hotho
MapLUR: Exploring a New Paradigm for Estimating Air Pollution Using Deep Learning on Map Images. ACM Trans. Spatial Algorithms Syst. 6 (3) (2020)
Michael Steininger, Daniel Abel, Katrin Ziegler, Anna Krause, Heiko Paeth, Andreas Hotho
Deep Learning for Climate Model Output Statistics. CoRR (2020)
Konstantin Kobs, Michael Steininger, Albin Zehe, Florian Lautenschlager, Andreas Hotho
SimLoss: Class Similarities in Cross Entropy. ISMIS (2020)
Michael Fischer, Konstantin Kobs, Andreas Hotho
NICER: Aesthetic Image Enhancement with Humans in the Loop. CoRR (2020)
Padraig Davidson, Peter Düking, Christoph Zinner, Billy Sperlich, Andreas Hotho
Smartwatch-Derived Data and Machine Learning Algorithms Estimate Classes of Ratings of Perceived Exertion in Runners: A Pilot Study. Sensors 20 (9) (2020)
Konstantin Kobs, Christian Schäfer, Michael Steininger, Anna Krause, Roland Baumhauer, Heiko Paeth, Andreas Hotho
Semi-Supervised Learning for Grain Size Distribution Interpolation. ICPR Workshops (6) (2020)
Padraig Davidson, Michael Steininger, Florian Lautenschlager, Konstantin Kobs, Anna Krause, Andreas Hotho
Anomaly Detection in Beehives using Deep Recurrent Autoencoders. CoRR (2020)
Daniel Schlör, Markus Ring, Anna Krause, Andreas Hotho
Financial Fraud Detection with Improved Neural Arithmetic Logic Units. MIDAS@PKDD/ECML (2020)
André Bauer, Marwin Züfle, Nikolas Herbst, Albin Zehe, Andreas Hotho, Samuel Kounev
Time Series Forecasting for Self-Aware Systems. Proc. IEEE 108 (7) (2020)
Konstantin Kobs, Michael Steininger, Albin Zehe, Florian Lautenschlager, Andreas Hotho
SimLoss: Class Similarities in Cross Entropy. CoRR (2020)
Janna Omeliyanenko, Albin Zehe, Lena Hettinger, Andreas Hotho
LM4KG: Improving Common Sense Knowledge Graphs with Language Models. ISWC (1) (2020)
Konstantin Kobs, Tobias Koopmann, Albin Zehe, David Fernes, Philipp Krop, Andreas Hotho
Where to Submit? Helping Researchers to Choose the Right Venue. EMNLP (Findings) (2020)
Albin Zehe, Julia Arns, Lena Hettinger, Andreas Hotho
HarryMotions - Classifying Relationships in Harry Potter based on Emotion Analysis. SwissText/KONVENS (2020)
Michael Steininger, Konstantin Kobs, Albin Zehe, Florian Lautenschlager, Martin Becker, Andreas Hotho
MapLUR: Exploring a new Paradigm for Estimating Air Pollution using Deep Learning on Map Images. CoRR (2020)
Sebastian Wankerl, Gerhard Götz, Andreas Hotho
f2tag - Can Tags be Predicted Using Formulas? ICMLA (2020)
Daniel Schlör, Markus Ring, Andreas Hotho
iNALU: Improved Neural Arithmetic Logic Unit. Frontiers Artif. Intell. 3 (2020)
Konstantin Kobs, Martin Potthast, Matti Wiegmann, Albin Zehe, Benno Stein, Andreas Hotho
Towards Predicting the Subscription Status of Twitch.tv Users - ECML-PKDD ChAT Discovery Challenge 2020. ChAT@PKDD/ECML (2020)
Julian Tritscher, Markus Ring, Daniel Schlör, Lena Hettinger, Andreas Hotho
Evaluation of Post-hoc XAI Approaches Through Synthetic Tabular Data. ISMIS (2020)
Elisabeth Fischer, Daniel Zoller, Alexander Dallmann, Andreas Hotho
Integrating Keywords into BERT4Rec for Sequential Recommendation. KI (2020)
Lena Hettinger, Albin Zehe, Alexander Dallmann, Andreas Hotho
EClaiRE: Context Matters! - Comparing Word Embeddings for Relation Classification. GI-Jahrestagung (2019)
Markus Ring, Sarah Wunderlich, Deniz Scheuring, Dieter Landes, Andreas Hotho
A survey of network-based intrusion detection data sets. Comput. Secur. 86 (2019)
Albin Zehe, Lena Hettinger, Stefan Ernst, Christian Hauptmann, Andreas Hotho
Team Xenophilius Lovegood at SemEval-2019 Task 4: Hyperpartisanship Classification using Convolutional Neural Networks. SemEval@NAACL-HLT (2019)
Sarah Wunderlich, Markus Ring, Dieter Landes, Andreas Hotho
Comparison of System Call Representations for Intrusion Detection. CoRR (2019)
Tobias Koopmann, Alexander Dallmann, Lena Hettinger, Thomas Niebler, Andreas Hotho
On the right track! Analysing and Predicting Navigation Success in Wikipedia. HT (2019)
Markus Ring, Daniel Schlör, Dieter Landes, Andreas Hotho
Flow-based network traffic generation using Generative Adversarial Networks. Comput. Secur. 82 (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Andreas Hotho